Malicious Automatically Generated Domain Name Detection Using Stateful-SBB

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Haddadi:evoapps13,
  author =       "Fariba Haddadi and H. Gunes Kayacik and 
                 A. Nur Zincir-Heywood and Malcolm I. Heywood",
  title =        "Malicious Automatically Generated Domain Name
                 Detection Using {Stateful-SBB}",
  booktitle =    "Applications of Evolutionary Computing,
                 EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY,
                 EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR,
                 EvoRISK, EvoROBOT, EvoSTOC",
  year =         "2013",
  month =        "3-5 " # apr,
  editor =       "Anna I. Esparcia-Alcazar and Antonio Della Cioppa and 
                 Ivanoe {De Falco} and Ernesto Tarantino and 
                 Carlos Cotta and Robert Schaefer and Konrad Diwold and 
                 Kyrre Glette and Andrea Tettamanzi and 
                 Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and 
                 Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and 
                 Aniko Ekart and Francisco {Fernandez de Vega} and 
                 Sara Silva and Evert Haasdijk and Gusz Eiben and 
                 Anabela Simoes and Philipp Rohlfshagen",
  series =       "LNCS",
  volume =       "7835",
  publisher =    "Springer Verlag",
  address =      "Vienna",
  publisher_address = "Berlin",
  pages =        "529--539",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming, Security,
                 Botnet detection, Evolutionary computation, Data
                 mining",
  isbn13 =       "978-3-642-37191-2",
  DOI =          "doi:10.1007/978-3-642-37192-9_53",
  size =         "11 pages",
  abstract =     "This work investigates the detection of Botnet Command
                 and Control (C&C) activity by monitoring Domain Name
                 System (DNS) traffic. Detection signatures are
                 automatically generated using evolutionary computation
                 technique based on Stateful-SBB. The evaluation
                 performed shows that the proposed system can work on
                 raw variable length domain name strings with very high
                 accuracy.",
  notes =        "http://www.kevinsim.co.uk/evostar2013/cfpEvoApplications.html
                 EvoApplications2013 held in conjunction with
                 EuroGP2013, EvoCOP2013, EvoBio'2013 and EvoMusArt2013",
}

Genetic Programming entries for Fariba Haddadi Hilmi Gunes Kayacik Nur Zincir-Heywood Malcolm Heywood

Citations